Triple
T7721991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Near South Side, Chicago |
E175033
|
entity |
| Predicate | redevelopmentTrend |
P7886
|
FINISHED |
| Object | rapid residential growth |
—
|
LITERAL FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: rapid residential growth | Statement: [Near South Side, Chicago, redevelopmentTrend, rapid residential growth]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: redevelopmentTrend Context triple: [Near South Side, Chicago, redevelopmentTrend, rapid residential growth]
-
A.
redevelopmentTo
Indicates a transformation relationship where one entity is redeveloped, converted, or repurposed into another entity.
-
B.
redevelopmentProject
Indicates a project involving the renewal, improvement, or transformation of an existing area, structure, or infrastructure, typically replacing or upgrading what was previously there.
-
C.
redevelopmentFor
Indicates a relationship where one entity is intended, designated, or used for the redevelopment of another entity.
-
D.
urbanDevelopment
chosen
Indicates the process or activities through which urban areas are planned, expanded, or transformed, including changes to infrastructure, land use, and the built environment.
-
E.
redevelopmentPeaked
Indicates that the intensity or extent of redevelopment activity has reached its highest point within a given period or context.
- F. None of above.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7074eca4c8190bd51fd1b450729e8 |
completed | March 27, 2026, 10:40 p.m. |
| PD | Predicate disambiguation | batch_69c7016a6cf88190b53bf4b958f0f302 |
completed | March 27, 2026, 10:15 p.m. |
Created at: March 27, 2026, 4:05 p.m.